Evidence map›Paper›PMID 41370384›Full record

ArticleScience advances2025

Loop closure grasping: Topological transformations enable strong, gentle, and versatile grasps.

Kentaro Barhydt, O Godson Osele, Sreela Kodali, Cosima du Pasquier, Chase M Hartquist, H Harry Asada, Allison M Okamura

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Vine-Inspired Soft Robotics: Materials, Actuations, and Emerging Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Kentaro BarhydtDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0003-2535-9936
O Godson OseleDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.ORCID 0000-0003-4532-3869
Sreela KodaliDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.
Cosima du PasquierDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.ORCID 0000-0001-7579-5141
Chase M HartquistDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL 32611, USA.ORCID 0000-0001-5273-4186
H Harry AsadaDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0003-3155-6223
Allison M OkamuraDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.ORCID 0000-0002-6912-1666

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grasping mechanisms must both create and subsequently hold grasps that permit safe and effective object manipulation. Existing mechanisms address the different functional requirements of grasp creation and grasp holding using a single morphology but have yet to achieve the simultaneous strength, gentleness, and versatility needed for many applications. We present "loop closure grasping," a class of robotic grasping that addresses these different functional requirements through topological transformations between open-loop and closed-loop morphologies. We formalize these morphologies for grasping, formulate the loop closure grasping method, and present principles and a design architecture that we implement using soft growing inflated beams, winches, and clamps. The mechanisms' initial open-loop topology enables versatile grasp creation via unencumbered tip movement, and closing the loop enables strong and gentle holding with effectively infinite bending compliance. Loop closure grasping circumvents the tradeoffs of single-morphology designs, enabling grasps involving historically challenging objects, environments, and configurations.

Identifiers

PMID41370384
PMCPMC12694038

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.